{"id":"W4233805578","doi":"10.32920/14638932.v1","title":"Colloidal Gold-Mediated Delivery of Bleomycin for Improved Outcome in Chemotherapy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bleomycin; Colloidal gold; Drug; Drug delivery; Chemistry; Distribution (mathematics); Anticancer drug; Pharmacology; Nanotechnology; Targeted drug delivery; Nanoparticle; Chemotherapy; Medicine; Materials science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751372,0.000302935,0.0003433368,0.0003596573,0.000173591,0.000314725,0.0001686885,0.0005648572,0.001336929],"category_scores_gemma":[0.0002371912,0.0001103017,0.0001979534,0.0001870196,0.0002544845,0.0002357087,0.0003110654,0.0004053448,0.0005093286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889712,"about_ca_system_score_gemma":0.0002173052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009070643,"about_ca_topic_score_gemma":0.001158718,"domain_scores_codex":[0.9998475,0.00002642929,0.000009102372,0.00003072745,0.00005486858,0.00003141338],"domain_scores_gemma":[0.9999474,0.00001558142,0.00001135912,0.000006782226,0.000007810694,0.00001104296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003395556,0.00001517297,0.00003267602,0.00006507128,0.000004913536,0.00003599528,0.00001335509,0.0002673526,0.9957421,0.000207247,0.0001311209,0.003451124],"study_design_scores_gemma":[0.00001249677,0.00009624431,0.0004167049,0.000007017823,0.000007900334,0.00006312145,0.000004573706,0.001139033,0.9950953,0.00009610177,0.003056388,0.000005099438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927169,0.03040433,0.05969429,0.001274116,0.0005361661,0.0003922475,0.0004344967,0.001651825,0.01289564],"genre_scores_gemma":[0.9771953,0.004343199,0.01165442,0.0001604587,0.00005302187,0.00006813573,0.0001784136,0.0001293208,0.006217787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001336929,"threshold_uncertainty_score":0.004472494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011613006672137,"score_gpt":0.2679667732577039,"score_spread":0.2478506431909825,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}